Marktechpost

MARCH 25, 2024

As advanced models, large Language Models (LLMs) are tasked with interpreting complex medical texts, offering concise summaries, and providing accurate, evidence-based responses. The high stakes associated with medical decision-making underscore the paramount importance of these models’ reliability and accuracy.

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Analytics Vidhya

OCTOBER 30, 2021

This article was published as a part of the Data Science Blogathon Introduction After months of research, development, and clinical trials vaccines for Covid-19 were released to the public. Since then vaccination drives are being run by medical associations and governments across the globe. Countries like UK […].

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Data Science 242

AI Weekly

MAY 30, 2024

weforum.org Attempts to regulate AI’s hidden hand in Americans’ lives flounder in US statehouses The first attempts to regulate artificial intelligence programs that play a hidden role in hiring, housing and medical decisions for millions of Americans are facing pressure from all sides and floundering in statehouses nationwide.

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AI Weekly

MARCH 7, 2024

theguardian.com Tokyo startup looks to AI to boost gastrointestinal cancer detection Artificial intelligence has worked its way into numerous business sectors under the guise of improving efficiency, but in the medical field it promises to do even more: save lives. japantimes.co.jp japantimes.co.jp billion in 2023 to US$39.43 applications.

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Unite.AI

OCTOBER 9, 2023

This was achieved by fine-tuning PaLM-E, a language model, to cater to medical domains utilizing an open-source benchmark, MultiMedBench. This benchmark, consists of over 1 million samples across 7 biomedical data types and 14 tasks like medical question-answering and radiology report generation.

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ChatGPT Large Language Models AI AI 351

NVIDIA

NOVEMBER 26, 2023

NVIDIA today launched a cloud service for medical imaging AI to further streamline and accelerate the creation of ground-truth data and training of specialized AI models through fully managed, cloud-based application programming interfaces. Medical imaging is critical across healthcare, making up approximately 90% of healthcare data.

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Flipboard

APRIL 13, 2023

To get to the gold, Truveta built a large AI-powered model to crunch through medical texts from more than 20,000 clinics and 700 hospitals. The model is trained on large quantities of medical texts from the company’s 28 health system partners, representing 16% of patient care in the U.S. The company also updates its datasets daily.

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Unite.AI

APRIL 19, 2024

While there have been initial attempts to develop foundational models for medical applications, this broader approach has not yet become prevalent in healthcare AI. For example, GPT-4 lacks the capability to analyze medical images or understand longitudinal patient data, which is critical for providing accurate diagnoses.

Generative AI 130

Generative AI AI Modeling AI AI 130

Unite.AI

MAY 13, 2024

Quantum computing , with its promise of solving complex problems that classical computers struggle with, has been a topic of intense research and development. Researchers are actively developing error detection and correction strategies at both the physical and logical levels of qubits.

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IBM Journey to AI blog

JANUARY 3, 2024

There is a high likelihood that historically underserved communities may use a generative transformer, especially one that is embedded unknowingly into a search engine, to ask for medical advice. Created by a respected Tennessee pharmaceutical firm, Elixir Sulfanilamide was a liquid medication touted to dramatically cure strep throat.

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Unite.AI

MAY 30, 2024

From powering recommendation algorithms on streaming platforms to enabling autonomous vehicles and enhancing medical diagnostics, AI's ability to analyze vast amounts of data, recognize patterns, and make informed decisions has transformed fields like healthcare, finance, retail, and manufacturing.

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AI Developer AI Development AI Tools AI 200

Marktechpost

MAY 28, 2024

In the rapidly developing fields of data science and Artificial Intelligence (AI), the search for increasingly effective systems is also increasing significantly. Healthcare and Medical Informatics: Enabling medical practitioners to make informed decisions by combining medical knowledge from many sources.

Artificial Intelligence 136

Artificial Intelligence Artificial Intelligence Large Language Models AI 136

Analytics Vidhya

JUNE 1, 2021

ArticleVideo Book Introduction “Data is the new oil” is a common saying nowadays in the areas of marketing, medical science, economics, finance, any research. The post Data Analysis- Exploring New Oil with Python! appeared first on Analytics Vidhya.

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Data Analysis Python Data Science 194

NVIDIA

NOVEMBER 28, 2023

Researchers and developers at leading pharmaceutical and techbio companies can now easily deploy NVIDIA Clara software and services for accelerated healthcare through Amazon Web Services. Thousands of healthcare and life sciences companies globally use AWS. million times and is available for deployment on AWS.

Generative AI 123

Generative AI Large Language Models AI AI 123

Flipboard

JULY 7, 2023

In a groundbreaking study, researchers at the Massachusetts Institute of Technology (MIT) have developed an automated machine learning system called BioAutoMATED that can generate AI models for biology research. Led by Jim Collins, the Termeer Professor of Medical Engineering and Science, the team …

Machine Learning 119

Machine Learning Automation Generative AI AI Modeling 119

Flipboard

AUGUST 25, 2023

As part of a “prompt-a-thon” in August at the medical center’s science building, the group had been charged with analyzing a patient record around the theme of equity using NYU’s HIPAA-compliant implementation of the buzzy OpenAI technology that can interpret language and generate text based on queries.

ChatGPT 109

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Marktechpost

MARCH 18, 2024

Medical image segmentation, crucial for diagnosis and treatment, often relies on UNet’s symmetrical architecture to delineate organs and lesions accurately. However, UNet’s convolutional nature needs help to capture global semantic information, hindering its efficacy in sophisticated medical tasks.

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ODSC - Open Data Science

NOVEMBER 30, 2023

Explainable AI might be the solution everyone needs to develop a healthier, more trusting relationship with technology while expediting essential medical care in a highly demanding world. XAI encourages a medical industry focused on accurate solutions that meet individual needs instead of trying to treat as many people as fast as possible.

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Marktechpost

DECEMBER 16, 2023

Google Researchers have introduced a foundation of models fine-tuned for the healthcare industry, MedLM , which is currently available in the US. It is built on earlier research of Google in healthcare and medicine, Med-PaLM 2, a medically-tuned large language model.

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Natural Language Processing Large Language Models Generative AI AI 99

Ehud Reiter

MAY 5, 2024

In the 2010s, IBM invested billions in medical decision support tools based on its Watson technology. To achieve a sustainable impact, researchers into AI should look beyond model development and consider how solutions can be practically and ethically implemented at the bedside. This failed, despite the huge investment.

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Marktechpost

MAY 8, 2024

Computational biology has emerged as an indispensable discipline at the intersection of biological research & computer science, primarily focusing on biomolecular structure prediction. Its ability to accurately model various biomolecular interactions opens new avenues for scientific research and drug development.

AI Modeling 118

AI Modeling Deep Learning AI AI 118

Unite.AI

NOVEMBER 25, 2023

This research, reminiscent of the developmental and operational constraints of the human brain, offers new insights into the evolution of complex neural systems. ” Broader Implications The implications of this research extend far beyond the realms of artificial intelligence and into the understanding of human cognition itself.

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Marktechpost

SEPTEMBER 17, 2023

Since November 2022, LLMs have been used in clinical investigations, pharmacy, radiography, Alzheimer’s illness, agriculture, and brain science research, inspired by the diverse qualities and widespread acclaim of ChatGPT. The results of this investigation open the door for specialized LLMs in additional medical specialties.

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Unite.AI

MAY 17, 2024

As the popularity of these chatbots grows, researchers from the University of Illinois Urbana-Champaign's ACTION Lab have taken a closer look at their potential to promote healthy behavior change. What Did the Study Find? They're lacking information on how to control the environment to eliminate a stimulus that reinforces problem behavior.”

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AI Chatbots Chatbots Large Language Models AI 147

Unite.AI

MARCH 30, 2024

The development of artificial olfactory sensors has been a long-standing challenge for researchers worldwide. However, a research team led by Prof. FAN Zhiyong from the Hong Kong University of Science and Technology (HKUST) has made a significant breakthrough in this field with their newly developed biomimetic olfactory chips (BOC).

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Marktechpost

OCTOBER 13, 2023

Google Cloud, in collaboration with healthcare leaders, is spearheading advancements in AI technology, poised to transform the landscape of healthcare and life sciences. For life science companies, gen AI is a driving force behind operational enhancements, enabling more streamlined processes and supporting the evolution of precision medicine.

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Large Language Models AI AI Artificial Intelligence 91

AI Weekly

JANUARY 4, 2024

Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies. Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies.

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Robotics Large Language Models Artificial Intelligence Artificial Intelligence 211

NVIDIA

NOVEMBER 16, 2023

Researchers trained the model using the GPT-3 framework, also used by ChatGPT. But there’s a twist: The research team also used GatorTronGPT to generate a synthetic clinical text corpus with over 20 billion words of synthetic clinical text, with carefully prepared prompts. More impressively, it was able to do so using less data.

BERT 119

BERT Large Language Models AI AI 119

IBM Journey to AI blog

MAY 26, 2023

Cloud is transforming the way life sciences organizations are doing business. Leading life science companies are leveraging cloud for innovation around operational, revenue and business models. This digitalization and need to share medical data are driving the demand for precision medical technologies.

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Automation Machine Learning Artificial Intelligence Artificial Intelligence 185

Flipboard

FEBRUARY 7, 2023

This post is co-written with Stephen Aylward, Matt McCormick, Brianna Major from Kitware and Justin Kirby from the Frederick National Laboratory for Cancer Research (FNLCR). A key issue faced by the medical image community is how to enable researchers to experiment and explore with these essential tools.

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Marktechpost

MAY 14, 2024

All research involving this model is conducted with approval from an institutional review board. According to Liu, making advanced AI models open-source enables Mayo Clinic to utilize state-of-the-art models directly in its research, expediting the development process.

Large Language Models 90

Large Language Models Natural Language Processing LLM Chatbots 90

Unite.AI

JULY 14, 2023

Or if it begins being used to make decisions for medical or judicial purposes, it could lead to humanitarian injustices. AI is already capable of replacing a wide range of jobs, and researchers are actively working on developing Artificial General Intelligence (AGI), which would potentially surpass human intelligence.

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Marktechpost

MAY 10, 2024

The inherent risks associated with AI systems, especially in applications like autonomous driving and medical diagnosis, where errors can have severe consequences, should be handled carefully, keeping the risk factor under control. Overall, the research significantly contributes to achieving safe and dependable AI systems.

Convolutional Neural Networks 109

Convolutional Neural Networks Neural Network AI AI 109

IBM Journey to AI blog

JUNE 28, 2023

Amazon Omics iis a HIPAA eligible, GDPR compliant, purpose-built service to help healthcare and life science organizations and their software partners store, query, and analyze genomic, transcriptomic, and other omics data and then, generate insights from that data to improve health and advance scientific discoveries. What is Amazon Omics?

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Data Analysis Explainable AI Data Scientist AI Strategy 157

TheSequence

MAY 12, 2024

Edge 396: With all the noise about Apple’s AI strategy, we dive into some of their recent research in Ferret-UI. No company in the world has been pushing the boundaries of AI for science like Google DeepMind. Science is nothing if not in the hands of scientists. Register Now!

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AI Strategy AI AI Software Engineer 116

Marktechpost

AUGUST 5, 2023

New developments have been made in several fields, including medical imaging, thanks to recent advancements in generative artificial intelligence. To make building and deploying generative models easier and more standardized, the researchers team created an open-source platform called MONAI Generative Models. Check out the Paper.

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IBM Journey to AI blog

JULY 19, 2023

Life sciences industry is beginning to take notice and aims to leapfrog the technological advances. Life sciences industry has—for decades now—moved from the traditional discovery-based drug development to target market-based drug development paradigm.

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